Sumários
T11 - Exploração de um exemplo de mineração de processos
7 Dezembro 2023, 18:00 • João Carlos Caldeira
- Exploração de um exemplo de mineração de processos.
- Identificação e mitigação de problemas relacionados com a limpeza de dados em logs de processos.
TP10 - Process Mining and LLMs & Assignment Review
30 Novembro 2023, 21:00 • João Carlos Caldeira
Process Mining and LLMs Demo
- Python exercises
Second Assignment Review
- Apromore Review and Mining Form Walkthrough
- Bimp Usage
- R and R Studio practice
TP10 - Process Mining and LLMs & Assignment Review
30 Novembro 2023, 19:30 • João Carlos Caldeira
Process Mining and LLMs Demo
- Python exercises
Second Assignment Review
- Apromore Review and Mining Form Walkthrough
- Bimp Usage
- R and R Studio practice
T10 - Process Mining & Large Language Models (LLMs)
30 Novembro 2023, 18:00 • João Carlos Caldeira
Large Language Models (LLMs)
- Characterization of LLMs and their Benefits
Event Logs and Process Models Revisited
- Procedural Process Models
- Declarative Process Models
Textual Abstractions for Process Mining Artifacts
Prompting Strategies
- Direct Answering
- Multi-Prompt Answering
- Generation of Database Queries
Process Mining and LLMs Demo
- Python exercises
TP9 - Process Mining and Simulation Practices
23 Novembro 2023, 21:00 • João Carlos Caldeira
Process Mining and Simulation In Practice
- Mine process activities distribution with R / R Studio (an example event log)
- Apromore overview of Event Logs and Process Models related features